<div id="toc" style="background: #f9f9f9;border: 1px solid #aaa;display: table;margin-bottom: 1em;padding: 1em;width: 350px;"> <p class="toctitle" style="font-weight: 700;text-align: center;">Content</p> <ul class="toc_list"> <li> #toc-0 </li> <li> #toc-1 </li> <li> #toc-2 </li> </ul></div>
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" width="609px" alt="top basketball performance analysis methods for businesses">
Rugby is a team sport by which players take part in a repeated high-intensity exercise involving frequent collisions, especially during the most demanding passages [66]. To assess individuals’ performance during matches, essentially the most relevant variables were aerobic/anaerobic endurance (rating of perceived exertion, cumulative load, week to week load increasing, heartrate, player load and high-speed distance), in conjunction with high-intensity impacts [13,45,46,48]. Subsequently, coaches should design training tasks in which the players execute a robust high-intensity activity (i.e., HSR and sprint) separated by short bouts of lower intensity activities (i.e., standing, walking, and jogging), together with collisions and wresting bouts [47,66]. This task could be based on worst-case scenarios to ensure players’ performance in these critical situations [66].
<h2 id="toc-0">1 The Nonparanormal Estimator Proposed By Liu Et&nbsp;Al (</h2>
Performance modeling helps mitigate these biases and preconceptions, enabling a fair and data-driven assessment of players from different backgrounds. This is very crucial for foreign players, as their style and skill sets may differ from native players due to cultural, training, and developmental factors (Ozmen, 2012). The reliability of predictions can be influenced from the quality, completeness, and accuracy of the data on which the models rely (Fu and Stasko, 2022). Additionally, basketball is a complex and dynamic game influenced by various situational components, teamwork, and coaching strategies, which the models may well not fully capture. Caution should be exercised by coaches and researchers when interpreting and relying solely on predictions generated by performance modeling, acknowledging the critical role of human judgment and expertise in the decision-making process (Remmert, 2003; Lamas et al., 2015). With the continuous development of science and technology, the intensity and visual enjoyability of sports are also increasing.
<h3 id="toc-1">1 Sample And Variables</h3>
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" width="607px" alt="top basketball performance analysis methods for businesses">
Sports analytics in football assists in studying in-depth player metrics, which coaches use to improve game-play tactics, formations, and player performance. Impactful sports analytics projects involve comprehensive player tracking systems and performance analysis. They influence player recruitment strategies and tactical decision-making to supply a competitive edge.

SportVU data provided coaches and analysts using a treasure trove of information that may be used to inform strategic decision-making. Teams began to analyze player tracking details to identify trends, assess player performance, and devise game plans tailored with their opponents' strengths and weaknesses. The ability to quantify player movement and positioning exposed new avenues for strategic innovation in professional basketball. Following the validation process (stages someone to six above); a performance analysis template was created in SportsCode Elite Version 10 during stage seven by the lead researcher, the four wheelchair basketball staff and the performance analysis intern. The template underwent two pilot tests on a randomly selected elite wheelchair basketball game from a pre-tournament held in 2015. As a result of this pilot, the buttons were resized and positioned in their category group (Figure 2).
As we look back within the early days of basketball analytics, it really is evident that the foundation laid by basic metrics presentd the necessary framework for your development of more sophisticated analytical tools. In the subsequent portions of this article, we will discover how these advanced metrics have reshaped how NBA coaches approach lineup decisions, in-game tactics, and player growth strategies. In the nascent stages of basketball analytics, the focus was primarily on basic metrics that provided a rudimentary understanding of player performance. These foundational statistics, such as points scored, rebounds grabbed, assists dished out, and field goal percentage, offered a glimpse into player contributions but lacked depth in capturing the nuances of the game.
<ul> <li>This decision will be defined by the agility and aggressiveness characteristics with the defender in question (screener).</li> <li>These advancements in data collection paved the way for your new era of statistical analysis in the NBA.</li> <li>Following Liu et&nbsp;al. (2009), we replace the observations making use of their respective normal scores; this way, we can apply to them the Hill climbing algorithm as for the Normal case.</li> <li>Like other team sports, training tasks in basketball should get based on a high level of aerobic strength and the required acceleration/decelerations, but unlike other sports, landings impact, and body positioning gain relevance.</li></ul>
However, it was not until the advent of the internet along with the proliferation of data-driven platforms that basketball analytics truly began to pull off. Websites like Basketball-Reference.com and HoopsHype.com provided fans and analysts with access into a wealth of statistical data, empowering those to conduct their very own analyses and draw insights from raw data. Fourth, operational definitions were developed for each one of the 109 variables using various resources (Frogley, 2010; Federation International Basketball Association, 2014; International Wheelchair Basketball Federation, 2014).
The turnovers per possession (To_Ratio) will be the number of turnovers a player (or a team) averages per 100 possessions make use ofd. The Non-Parametric Bayesian Networks, proposed inside the literature by Hanea et al. (2006) and Kurowicka and Cooke (2006), are BNs whose dependence structure is modelled by way of a Gaussian Copula. The term “Non-Parametric” continues to be labeled the marginals since no distributional assumption is strictly required, i.e. the empirical dis certainlytributions could be used. https://output.jsbin.com/nuyinirenu/ In this work, we apply a score-based algorithm known as the hill climbing algorithm, that is a heuristic optimization procedure given that the investigation of the are usuallya of possible DAGs is infeasible used by growing exponentially along with the volume of nodes. 2, although it has been proven to keep for RF, to your best knowledge, an explicit proof has got not been given for ExtraTrees. In Geurts et al. (2006), the Authors declare that from a purely theoretical point of view, one could ensure consistency of ExtraTrees under some conditions since, in this respect, this algorithm isn't distinctive from other tree-based methods and the proofs of consistency given in Breiman et al. (1984) still hold.
Therefore, the cultivation of basketball players' attention can help to promote the cultivation of these internal quality. It enables athletes to hold sensitive judgment ability and field control ability in sports competitions and may make athletes generate quick judgments for complex situations and changes in the span of the competition, without having to be disturbed by the outside world. The coach and performance analyst intern accessed the action variables, operational definitions and the accompanying video clips 2 weeks prior to conducting the observations to greatly help familiarize themselves together with the specific behaviors they were needed to record. https://notes.io/wXrwy In addition, the coach and the intern were permitted to code a pre-tournament game between the two competing nations to assist with learning the performance analysis template and the program.
With the proliferation of wearable sensors, augmented reality tools, and virtual reality simulations, the possibilities for data-generaten decision-making in the NBA are virtually limitless. In the subsequent sections of this article, we will explore how these technological advancements have reshaped coaching strategies and discuss their implications for future years of the sport. The success of the Oakland Athletics showcased the potential of analytics to level the playing field in activitys where money were unevenly distributed. By identifying undervalued metrics and exploiting market inefficiencies, the Athletics could actually assemble a competitive roster over a limited budget, challenging the conventional wisdom of player evaluation and roster construction. Following Oliver's lead, a new generation of analysts began to develop advanced metrics that provided deeper insights into player performance.
In score-line, the most effective score was −10 to 0, so basically, when one team is losing, they also have more effectiveness than if they're winning (between 0 and 10 points). One of this reasons may be that when a team is losing, usually they focus on the way they perform the ball screen and how they play that is definitely more aggressive to score and generate disorder (defensive unbalance) (Vaquera et al., 2016). These results improve the importance of players’ interactions during a basketball ball possession that may influence the strategic and tactical approaches to score, particularly team-tactical behaviors, such as for example screens on the ball (Remmert, 2003).
Consequently, players specializing solely in transition offense and spot-up shooting are usually considered highly interchangeable. https://yamcode.com/basketball-scheduling-software Moreover, players experienced in scoring from screens (N11) heavily rely on the team’s ability to create space for them and face heightened defensive pressure (McIntyre et al., 2016). Notably, off-ball screens and hand-offs contribute the least to credit scoring; losing teams tend to contain more attacks (Suárez-Cadenas et al., 2016; Zukolo et al., 2019).